diff --git a/Dependencies/CNTKCustomMKL/build-windows.cmd b/Dependencies/CNTKCustomMKL/build-windows.cmd
index a49444bb9..fdb36dd3b 100644
--- a/Dependencies/CNTKCustomMKL/build-windows.cmd
+++ b/Dependencies/CNTKCustomMKL/build-windows.cmd
@@ -1,156 +1,156 @@
-@echo off
-REM
-REM Copyright (c) Microsoft. All rights reserved.
-REM
-REM Licensed under the MIT license. See LICENSE.md file in the project root
-REM for full license information.
-REM ==============================================================================
-REM
-echo.
-echo This batch file will build a custom MKL dynamic link library for usage by CNTK.
-echo.
-echo Requirements:
-echo  - Intel MKL SDK installed on the machine
-echo  - MKLROOT environment variable is set to the MKL directory inside the Intel MKL SDK
-echo  - Visual Studio 2013 installed and included in the path
-echo.
-
-setlocal enableextensions enabledelayedexpansion
-
-pushd "%~dp0"
-if errorlevel 1 (
-  echo Could not change directory to script location.
-  exit /b 1
-)
-
-if not defined MKLROOT (
-  echo Error: Environment variable MKLROOT is undefined.
-  exit /b 1
-)
-
-if not exist "%MKLROOT%" (
-  echo Error: Directory doesn't exist: "%MKLROOT%".
-  exit /b 1
-)
-
-set MKLBUILDERROOT=%MKLROOT%\tools\builder
-
-if not exist "%MKLBUILDERROOT%" (
-  echo Error: Directory doesn't exist: "%MKLBUILDERROOT%".
-  exit /b 1
-)
-
-where /q nmake.exe
-if errorlevel 1 (
-  echo Error: NMAKE.EXE not in path.
-  exit /b 1
-)
-
-where /q link.exe
-if errorlevel 1 (
-  echo Error: LINK.EXE not in path.
-  exit /b 1
-)
-
-set /p CNTKCUSTOMMKLVERSION=<version.txt
-if not defined CNTKCUSTOMMKLVERSION (
-  echo Cannot determine CNTK custom MKL version.
-  exit /b 1
-)
-
-if exist lib rmdir /s /q lib
-if errorlevel 1 exit /b 1
-
-if exist Publish rmdir /s /q Publish
-if errorlevel 1 exit /b 1
-
-mkdir Publish\%CNTKCUSTOMMKLVERSION%\x64
-
-echo.
-echo Copying "%MKLBUILDERROOT%\lib".
-
-xcopy /s /e /y /i "%MKLBUILDERROOT%\lib" lib
-if errorlevel 1 (
-  exit /b 1
-)
-
-echo.
-echo Compiling and copying libraries.
-
-for %%t in (
-  parallel
-  sequential
-) do (
-
-  set TFIRSTCHAR=%%t
-  set TFIRSTCHAR=!TFIRSTCHAR:~0,1!
-  set LIBBASENAME=mkl_cntk_!TFIRSTCHAR!
-
-  echo.
-  echo Calling NMAKE libintel64 export=functions.txt threading=%%t name=!LIBBASENAME! MKLROOT="%MKLROOT%".
-  NMAKE /f "%MKLBUILDERROOT%\makefile" ^
-    libintel64 ^
-    export=functions.txt ^
-    threading=%%t ^
-    name=!LIBBASENAME! ^
-    MKLROOT="%MKLROOT%"
-
-  if errorlevel 1 (
-    echo Error: NMAKE.exe for threading=%%t failed.
-    exit /b 1
-  )
-
-  mkdir Publish\%CNTKCUSTOMMKLVERSION%\x64\%%t
-  if errorlevel 1 exit /b 1
-
-  move !LIBBASENAME!.dll Publish\%CNTKCUSTOMMKLVERSION%\x64\%%t
-  if errorlevel 1 exit /b 1
-
-  move !LIBBASENAME!.lib Publish\%CNTKCUSTOMMKLVERSION%\x64\%%t
-  if errorlevel 1 exit /b 1
-
-  del !LIBBASENAME!*
-  if errorlevel 1 exit /b 1
-  @REM TODO manifest?
-)
-
-echo.
-echo Copying libiomp5md.dll.
-
-copy "%MKLROOT%\..\redist\intel64_win\compiler\libiomp5md.dll" Publish\%CNTKCUSTOMMKLVERSION%\x64\parallel
-if errorlevel 1 (
-  exit /b 1
-)
-
-echo.
-echo Removing LIB directory.
-
-rmdir /s /q lib
-if errorlevel 1 exit /b 1
-
-echo.
-echo Copying include files to Publish\%CNTKCUSTOMMKLVERSION%\include.
-
-mkdir Publish\%CNTKCUSTOMMKLVERSION%\include
-
-for /f %%h in (headers.txt) do (
-  copy "%MKLROOT%\include\%%h" Publish\%CNTKCUSTOMMKLVERSION%\include
-  if errorlevel 1 (
-    echo Failed to copy "%MKLROOT%\include\%%h".
-    exit /b 1
-  )
-)
-
-copy README-for-redistributable.txt Publish\%CNTKCUSTOMMKLVERSION%\README.txt
-if errorlevel 1 (
-  echo Failed to copy README.
-  exit /b 1
-)
-
-copy ..\..\LICENSE.md Publish\%CNTKCUSTOMMKLVERSION%
-if errorlevel 1 (
-  echo Failed to copy LICENSE.md.
-  exit /b 1
-)
-
-popd
+@echo off
+REM
+REM Copyright (c) Microsoft. All rights reserved.
+REM
+REM Licensed under the MIT license. See LICENSE.md file in the project root
+REM for full license information.
+REM ==============================================================================
+REM
+echo.
+echo This batch file will build a custom MKL dynamic link library for usage by CNTK.
+echo.
+echo Requirements:
+echo  - Intel MKL SDK installed on the machine
+echo  - MKLROOT environment variable is set to the MKL directory inside the Intel MKL SDK
+echo  - Visual Studio 2013 installed and included in the path
+echo.
+
+setlocal enableextensions enabledelayedexpansion
+
+pushd "%~dp0"
+if errorlevel 1 (
+  echo Could not change directory to script location.
+  exit /b 1
+)
+
+if not defined MKLROOT (
+  echo Error: Environment variable MKLROOT is undefined.
+  exit /b 1
+)
+
+if not exist "%MKLROOT%" (
+  echo Error: Directory doesn't exist: "%MKLROOT%".
+  exit /b 1
+)
+
+set MKLBUILDERROOT=%MKLROOT%\tools\builder
+
+if not exist "%MKLBUILDERROOT%" (
+  echo Error: Directory doesn't exist: "%MKLBUILDERROOT%".
+  exit /b 1
+)
+
+where /q nmake.exe
+if errorlevel 1 (
+  echo Error: NMAKE.EXE not in path.
+  exit /b 1
+)
+
+where /q link.exe
+if errorlevel 1 (
+  echo Error: LINK.EXE not in path.
+  exit /b 1
+)
+
+set /p CNTKCUSTOMMKLVERSION=<version.txt
+if not defined CNTKCUSTOMMKLVERSION (
+  echo Cannot determine CNTK custom MKL version.
+  exit /b 1
+)
+
+if exist lib rmdir /s /q lib
+if errorlevel 1 exit /b 1
+
+if exist Publish rmdir /s /q Publish
+if errorlevel 1 exit /b 1
+
+mkdir Publish\%CNTKCUSTOMMKLVERSION%\x64
+
+echo.
+echo Copying "%MKLBUILDERROOT%\lib".
+
+xcopy /s /e /y /i "%MKLBUILDERROOT%\lib" lib
+if errorlevel 1 (
+  exit /b 1
+)
+
+echo.
+echo Compiling and copying libraries.
+
+for %%t in (
+  parallel
+  sequential
+) do (
+
+  set TFIRSTCHAR=%%t
+  set TFIRSTCHAR=!TFIRSTCHAR:~0,1!
+  set LIBBASENAME=mkl_cntk_!TFIRSTCHAR!
+
+  echo.
+  echo Calling NMAKE libintel64 export=functions.txt threading=%%t name=!LIBBASENAME! MKLROOT="%MKLROOT%".
+  NMAKE /f "%MKLBUILDERROOT%\makefile" ^
+    libintel64 ^
+    export=functions.txt ^
+    threading=%%t ^
+    name=!LIBBASENAME! ^
+    MKLROOT="%MKLROOT%"
+
+  if errorlevel 1 (
+    echo Error: NMAKE.exe for threading=%%t failed.
+    exit /b 1
+  )
+
+  mkdir Publish\%CNTKCUSTOMMKLVERSION%\x64\%%t
+  if errorlevel 1 exit /b 1
+
+  move !LIBBASENAME!.dll Publish\%CNTKCUSTOMMKLVERSION%\x64\%%t
+  if errorlevel 1 exit /b 1
+
+  move !LIBBASENAME!.lib Publish\%CNTKCUSTOMMKLVERSION%\x64\%%t
+  if errorlevel 1 exit /b 1
+
+  del !LIBBASENAME!*
+  if errorlevel 1 exit /b 1
+  @REM TODO manifest?
+)
+
+echo.
+echo Copying libiomp5md.dll.
+
+copy "%MKLROOT%\..\redist\intel64_win\compiler\libiomp5md.dll" Publish\%CNTKCUSTOMMKLVERSION%\x64\parallel
+if errorlevel 1 (
+  exit /b 1
+)
+
+echo.
+echo Removing LIB directory.
+
+rmdir /s /q lib
+if errorlevel 1 exit /b 1
+
+echo.
+echo Copying include files to Publish\%CNTKCUSTOMMKLVERSION%\include.
+
+mkdir Publish\%CNTKCUSTOMMKLVERSION%\include
+
+for /f %%h in (headers.txt) do (
+  copy "%MKLROOT%\include\%%h" Publish\%CNTKCUSTOMMKLVERSION%\include
+  if errorlevel 1 (
+    echo Failed to copy "%MKLROOT%\include\%%h".
+    exit /b 1
+  )
+)
+
+copy README-for-redistributable.txt Publish\%CNTKCUSTOMMKLVERSION%\README.txt
+if errorlevel 1 (
+  echo Failed to copy README.
+  exit /b 1
+)
+
+copy ..\..\LICENSE.md Publish\%CNTKCUSTOMMKLVERSION%
+if errorlevel 1 (
+  echo Failed to copy LICENSE.md.
+  exit /b 1
+)
+
+popd
diff --git a/Tools/docker/CNTK-GPU-Image/Dockerfile b/Tools/docker/CNTK-GPU-Image/Dockerfile
index d283ea1e6..da3d721d8 100644
--- a/Tools/docker/CNTK-GPU-Image/Dockerfile
+++ b/Tools/docker/CNTK-GPU-Image/Dockerfile
@@ -1,169 +1,169 @@
-FROM nvidia/cuda:7.5-cudnn5-devel
-
-RUN apt-get update && apt-get install -y --no-install-recommends \
-        autotools-dev \
-        build-essential \
-        cmake \
-        git \
-        gfortran-multilib \
-        libavcodec-dev \
-        libavformat-dev \
-        libjasper-dev \
-        libjpeg-dev \
-        libpng-dev \
-        liblapacke-dev \
-        libswscale-dev \
-        libtiff-dev \
-        pkg-config \
-        python-dev \
-        python-numpy \
-        python-pip \
-        python-yaml \
-        wget \
-        zlib1g-dev \
-        # Protobuf
-        ca-certificates \
-        curl \
-        unzip \
-        # For Kaldi
-        automake \
-        libtool \
-        autoconf \
-        subversion \
-        # For Kaldi's dependencies
-        libapr1 libaprutil1 libltdl-dev libltdl7 libserf-1-1 libsigsegv2 libsvn1 m4 && \
-    rm -rf /var/lib/apt/lists/*
-
-RUN OPENMPI_VERSION=1.10.3 && \
-    wget -q -O - https://www.open-mpi.org/software/ompi/v1.10/downloads/openmpi-${OPENMPI_VERSION}.tar.gz | tar -xzf - && \
-    cd openmpi-${OPENMPI_VERSION} && \
-    ./configure --prefix=/usr/local/mpi && \
-    make -j"$(nproc)" install && \
-    rm -rf /openmpi-${OPENMPI_VERSION}
-
-ENV PATH /usr/local/mpi/bin:$PATH
-ENV LD_LIBRARY_PATH /usr/local/mpi/lib:$LD_LIBRARY_PATH
-
-RUN LIBZIP_VERSION=1.1.2 && \
-    wget -q -O - http://nih.at/libzip/libzip-${LIBZIP_VERSION}.tar.gz | tar -xzf - && \
-    cd libzip-${LIBZIP_VERSION} && \
-    ./configure && \
-    make -j"$(nproc)" install && \
-    rm -rf /libzip-${LIBZIP_VERSION}
-
-ENV LD_LIBRARY_PATH /usr/local/lib:$LD_LIBRARY_PATH
-
-RUN wget -q -O - https://github.com/NVlabs/cub/archive/1.4.1.tar.gz | tar -C /usr/local -xzf -
-
-RUN OPENCV_VERSION=3.1.0 && \
-    wget -q -O - https://github.com/Itseez/opencv/archive/${OPENCV_VERSION}.tar.gz | tar -xzf - && \
-    cd opencv-${OPENCV_VERSION} && \
-    cmake -DCMAKE_BUILD_TYPE=RELEASE -DCMAKE_INSTALL_PREFIX=/usr/local/opencv-${OPENCV_VERSION} . && \
-    make -j"$(nproc)" install && \
-    rm -rf /opencv-${OPENCV_VERSION}
-
-RUN OPENBLAS_VERSION=0.2.18 && \
-    wget -q -O - https://github.com/xianyi/OpenBLAS/archive/v${OPENBLAS_VERSION}.tar.gz | tar -xzf - && \
-    cd OpenBLAS-${OPENBLAS_VERSION} && \
-    make -j"$(nproc)" USE_OPENMP=1 | tee make.log && \
-    grep -qF 'OpenBLAS build complete. (BLAS CBLAS LAPACK LAPACKE)' make.log && \
-    grep -qF 'Use OpenMP in the multithreading.' make.log && \
-    make PREFIX=/usr/local/openblas install && \
-    rm -rf /OpenBLAS-${OPENBLAS_VERSION}
-
-ENV LD_LIBRARY_PATH /usr/local/openblas/lib:$LD_LIBRARY_PATH
-
-# Install Protobuf
-RUN PROTOBUF_VERSION=3.1.0 \
-    PROTOBUF_STRING=protobuf-$PROTOBUF_VERSION && \
-    wget -O - --no-verbose https://github.com/google/protobuf/archive/v${PROTOBUF_VERSION}.tar.gz | tar -xzf - && \
-    cd $PROTOBUF_STRING && \
-    ./autogen.sh && \
-    ./configure CFLAGS=-fPIC CXXFLAGS=-fPIC --disable-shared --prefix=/usr/local/$PROTOBUF_STRING && \
-    make -j $(nproc) install && \
-    cd .. && \
-    rm -rf $PROTOBUF_STRING
-
-# Install Boost
-RUN BOOST_VERSION=1_60_0 && \
-    BOOST_DOTTED_VERSION=$(echo $BOOST_VERSION | tr _ .) && \
-    wget -q -O - https://sourceforge.net/projects/boost/files/boost/${BOOST_DOTTED_VERSION}/boost_${BOOST_VERSION}.tar.gz/download | tar -xzf - && \
-    cd boost_${BOOST_VERSION} && \
-    ./bootstrap.sh --prefix=/usr/local/boost-${BOOST_DOTTED_VERSION} --with-libraries=filesystem,system,test  && \
-    ./b2 -d0 -j"$(nproc)" install  && \
-    rm -rf /boost_${BOOST_VERSION}
-
-# Install CNTK custom MKL, version 2
-RUN mkdir /usr/local/CNTKCustomMKL && \
-    wget --no-verbose -O - https://www.cntk.ai/mkl/CNTKCustomMKL-Linux-2.tgz | \
-    tar -xzf - -C /usr/local/CNTKCustomMKL
-
-RUN mkdir -p /usr/local/cudnn/cuda/include && \
-    ln -s /usr/include/cudnn.h /usr/local/cudnn/cuda/include/cudnn.h && \
-    mkdir -p /usr/local/cudnn/cuda/lib64 && \
-    ln -s /etc/alternatives/libcudnn_so /usr/local/cudnn/cuda/lib64/libcudnn.so
-
-RUN pip install pytest sphinx-rtd-theme Pillow
-
-ENV BLAS=/usr/local/openblas/lib/libopenblas.so
-ENV LAPACK=/usr/local/openblas/lib/libopenblas.so
-
-
-RUN SCIPY_VERSION=0.18.0 && \
-    wget -q -O - https://github.com/scipy/scipy/releases/download/v${SCIPY_VERSION}/scipy-${SCIPY_VERSION}.tar.gz | tar -zxf - && \
-    cd scipy-${SCIPY_VERSION} && \
-    python setup.py build && \
-    python setup.py install && \
-    cd .. && \
-    rm -rf scipy-${SCIPY_VERSION}
-
-# Install Kaldi
-ENV KALDI_VERSION=c024e8aa
-ENV KALDI_PATH /usr/local/kaldi-$KALDI_VERSION
-
-RUN mv /bin/sh /bin/sh.orig && \
-   ln -s -f /bin/bash /bin/sh && \
-   mkdir $KALDI_PATH && \
-   wget --no-verbose -O - https://github.com/kaldi-asr/kaldi/archive/$KALDI_VERSION.tar.gz | tar -xzf - --strip-components=1 -C $KALDI_PATH && \
-   cd $KALDI_PATH && \
-   cd tools && \
-   perl -pi -e 's/^# (OPENFST_VERSION = 1.4.1)$/\1/' Makefile && \
-   ./extras/check_dependencies.sh && \
-   make -j $(nproc) all && \
-   cd ../src && \
-   ./configure --openblas-root=/usr/local/openblas --shared && \
-   make -j $(nproc) depend && \
-   make -j $(nproc) all && \
-# Remove some unneeded stuff in $KALDI_PATH to reduce size
-   find $KALDI_PATH -name '*.o' -print0 | xargs -0 rm && \
-   for dir in $KALDI_PATH/src/*bin; do make -C $dir clean; done && \
-   mv -f /bin/sh.orig /bin/sh
-
-WORKDIR /cntk
-
-RUN git clone --depth=1 -b master https://github.com/Microsoft/CNTK.git . && \
-    CONFIGURE_OPTS="\
-      --with-cuda=/usr/local/cuda \
-      --with-gdk-include=/usr/local/cuda/include \
-      --with-gdk-nvml-lib=/usr/local/cuda/lib64/stubs \
-      --with-kaldi=${KALDI_PATH} \
-      --with-cudnn=/usr/local/cudnn" && \
-    mkdir -p build/gpu/release && \
-    cd build/gpu/release && \
-    ../../../configure $CONFIGURE_OPTS --with-openblas=/usr/local/openblas && \
-    make -j"$(nproc)" all && \
-    cd ../../.. && \
-    mkdir -p build-mkl/gpu/release && \
-    cd build-mkl/gpu/release && \
-    ../../../configure $CONFIGURE_OPTS --with-mkl=/usr/local/CNTKCustomMKL && \
-    make -j"$(nproc)" all
-
-RUN cd Examples/Image/DataSets/CIFAR-10 && \
-    python install_cifar10.py && \
-    cd ../../../..
-
-RUN cd Examples/Image/DataSets/MNIST && \
-    python install_mnist.py && \
-    cd ../../../..
-
-ENV PATH=/cntk/build/gpu/release/bin:/usr/local/mpi/bin:$PATH
+FROM nvidia/cuda:7.5-cudnn5-devel
+
+RUN apt-get update && apt-get install -y --no-install-recommends \
+        autotools-dev \
+        build-essential \
+        cmake \
+        git \
+        gfortran-multilib \
+        libavcodec-dev \
+        libavformat-dev \
+        libjasper-dev \
+        libjpeg-dev \
+        libpng-dev \
+        liblapacke-dev \
+        libswscale-dev \
+        libtiff-dev \
+        pkg-config \
+        python-dev \
+        python-numpy \
+        python-pip \
+        python-yaml \
+        wget \
+        zlib1g-dev \
+        # Protobuf
+        ca-certificates \
+        curl \
+        unzip \
+        # For Kaldi
+        automake \
+        libtool \
+        autoconf \
+        subversion \
+        # For Kaldi's dependencies
+        libapr1 libaprutil1 libltdl-dev libltdl7 libserf-1-1 libsigsegv2 libsvn1 m4 && \
+    rm -rf /var/lib/apt/lists/*
+
+RUN OPENMPI_VERSION=1.10.3 && \
+    wget -q -O - https://www.open-mpi.org/software/ompi/v1.10/downloads/openmpi-${OPENMPI_VERSION}.tar.gz | tar -xzf - && \
+    cd openmpi-${OPENMPI_VERSION} && \
+    ./configure --prefix=/usr/local/mpi && \
+    make -j"$(nproc)" install && \
+    rm -rf /openmpi-${OPENMPI_VERSION}
+
+ENV PATH /usr/local/mpi/bin:$PATH
+ENV LD_LIBRARY_PATH /usr/local/mpi/lib:$LD_LIBRARY_PATH
+
+RUN LIBZIP_VERSION=1.1.2 && \
+    wget -q -O - http://nih.at/libzip/libzip-${LIBZIP_VERSION}.tar.gz | tar -xzf - && \
+    cd libzip-${LIBZIP_VERSION} && \
+    ./configure && \
+    make -j"$(nproc)" install && \
+    rm -rf /libzip-${LIBZIP_VERSION}
+
+ENV LD_LIBRARY_PATH /usr/local/lib:$LD_LIBRARY_PATH
+
+RUN wget -q -O - https://github.com/NVlabs/cub/archive/1.4.1.tar.gz | tar -C /usr/local -xzf -
+
+RUN OPENCV_VERSION=3.1.0 && \
+    wget -q -O - https://github.com/Itseez/opencv/archive/${OPENCV_VERSION}.tar.gz | tar -xzf - && \
+    cd opencv-${OPENCV_VERSION} && \
+    cmake -DCMAKE_BUILD_TYPE=RELEASE -DCMAKE_INSTALL_PREFIX=/usr/local/opencv-${OPENCV_VERSION} . && \
+    make -j"$(nproc)" install && \
+    rm -rf /opencv-${OPENCV_VERSION}
+
+RUN OPENBLAS_VERSION=0.2.18 && \
+    wget -q -O - https://github.com/xianyi/OpenBLAS/archive/v${OPENBLAS_VERSION}.tar.gz | tar -xzf - && \
+    cd OpenBLAS-${OPENBLAS_VERSION} && \
+    make -j"$(nproc)" USE_OPENMP=1 | tee make.log && \
+    grep -qF 'OpenBLAS build complete. (BLAS CBLAS LAPACK LAPACKE)' make.log && \
+    grep -qF 'Use OpenMP in the multithreading.' make.log && \
+    make PREFIX=/usr/local/openblas install && \
+    rm -rf /OpenBLAS-${OPENBLAS_VERSION}
+
+ENV LD_LIBRARY_PATH /usr/local/openblas/lib:$LD_LIBRARY_PATH
+
+# Install Protobuf
+RUN PROTOBUF_VERSION=3.1.0 \
+    PROTOBUF_STRING=protobuf-$PROTOBUF_VERSION && \
+    wget -O - --no-verbose https://github.com/google/protobuf/archive/v${PROTOBUF_VERSION}.tar.gz | tar -xzf - && \
+    cd $PROTOBUF_STRING && \
+    ./autogen.sh && \
+    ./configure CFLAGS=-fPIC CXXFLAGS=-fPIC --disable-shared --prefix=/usr/local/$PROTOBUF_STRING && \
+    make -j $(nproc) install && \
+    cd .. && \
+    rm -rf $PROTOBUF_STRING
+
+# Install Boost
+RUN BOOST_VERSION=1_60_0 && \
+    BOOST_DOTTED_VERSION=$(echo $BOOST_VERSION | tr _ .) && \
+    wget -q -O - https://sourceforge.net/projects/boost/files/boost/${BOOST_DOTTED_VERSION}/boost_${BOOST_VERSION}.tar.gz/download | tar -xzf - && \
+    cd boost_${BOOST_VERSION} && \
+    ./bootstrap.sh --prefix=/usr/local/boost-${BOOST_DOTTED_VERSION} --with-libraries=filesystem,system,test  && \
+    ./b2 -d0 -j"$(nproc)" install  && \
+    rm -rf /boost_${BOOST_VERSION}
+
+# Install CNTK custom MKL, version 2
+RUN mkdir /usr/local/CNTKCustomMKL && \
+    wget --no-verbose -O - https://www.cntk.ai/mkl/CNTKCustomMKL-Linux-2.tgz | \
+    tar -xzf - -C /usr/local/CNTKCustomMKL
+
+RUN mkdir -p /usr/local/cudnn/cuda/include && \
+    ln -s /usr/include/cudnn.h /usr/local/cudnn/cuda/include/cudnn.h && \
+    mkdir -p /usr/local/cudnn/cuda/lib64 && \
+    ln -s /etc/alternatives/libcudnn_so /usr/local/cudnn/cuda/lib64/libcudnn.so
+
+RUN pip install pytest sphinx-rtd-theme Pillow
+
+ENV BLAS=/usr/local/openblas/lib/libopenblas.so
+ENV LAPACK=/usr/local/openblas/lib/libopenblas.so
+
+
+RUN SCIPY_VERSION=0.18.0 && \
+    wget -q -O - https://github.com/scipy/scipy/releases/download/v${SCIPY_VERSION}/scipy-${SCIPY_VERSION}.tar.gz | tar -zxf - && \
+    cd scipy-${SCIPY_VERSION} && \
+    python setup.py build && \
+    python setup.py install && \
+    cd .. && \
+    rm -rf scipy-${SCIPY_VERSION}
+
+# Install Kaldi
+ENV KALDI_VERSION=c024e8aa
+ENV KALDI_PATH /usr/local/kaldi-$KALDI_VERSION
+
+RUN mv /bin/sh /bin/sh.orig && \
+   ln -s -f /bin/bash /bin/sh && \
+   mkdir $KALDI_PATH && \
+   wget --no-verbose -O - https://github.com/kaldi-asr/kaldi/archive/$KALDI_VERSION.tar.gz | tar -xzf - --strip-components=1 -C $KALDI_PATH && \
+   cd $KALDI_PATH && \
+   cd tools && \
+   perl -pi -e 's/^# (OPENFST_VERSION = 1.4.1)$/\1/' Makefile && \
+   ./extras/check_dependencies.sh && \
+   make -j $(nproc) all && \
+   cd ../src && \
+   ./configure --openblas-root=/usr/local/openblas --shared && \
+   make -j $(nproc) depend && \
+   make -j $(nproc) all && \
+# Remove some unneeded stuff in $KALDI_PATH to reduce size
+   find $KALDI_PATH -name '*.o' -print0 | xargs -0 rm && \
+   for dir in $KALDI_PATH/src/*bin; do make -C $dir clean; done && \
+   mv -f /bin/sh.orig /bin/sh
+
+WORKDIR /cntk
+
+RUN git clone --depth=1 -b master https://github.com/Microsoft/CNTK.git . && \
+    CONFIGURE_OPTS="\
+      --with-cuda=/usr/local/cuda \
+      --with-gdk-include=/usr/local/cuda/include \
+      --with-gdk-nvml-lib=/usr/local/cuda/lib64/stubs \
+      --with-kaldi=${KALDI_PATH} \
+      --with-cudnn=/usr/local/cudnn" && \
+    mkdir -p build/gpu/release && \
+    cd build/gpu/release && \
+    ../../../configure $CONFIGURE_OPTS --with-openblas=/usr/local/openblas && \
+    make -j"$(nproc)" all && \
+    cd ../../.. && \
+    mkdir -p build-mkl/gpu/release && \
+    cd build-mkl/gpu/release && \
+    ../../../configure $CONFIGURE_OPTS --with-mkl=/usr/local/CNTKCustomMKL && \
+    make -j"$(nproc)" all
+
+RUN cd Examples/Image/DataSets/CIFAR-10 && \
+    python install_cifar10.py && \
+    cd ../../../..
+
+RUN cd Examples/Image/DataSets/MNIST && \
+    python install_mnist.py && \
+    cd ../../../..
+
+ENV PATH=/cntk/build/gpu/release/bin:/usr/local/mpi/bin:$PATH
diff --git a/bindings/python/cntk/PythonBindings.pyproj b/bindings/python/cntk/PythonBindings.pyproj
index 54111c79f..e48009c1d 100644
--- a/bindings/python/cntk/PythonBindings.pyproj
+++ b/bindings/python/cntk/PythonBindings.pyproj
@@ -1,77 +1,77 @@
-<?xml version="1.0" encoding="utf-8"?>
-<Project ToolsVersion="4.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003" DefaultTargets="Build">
-  <PropertyGroup>
-    <Configuration Condition=" '$(Configuration)' == '' ">Debug</Configuration>
-    <SchemaVersion>2.0</SchemaVersion>
-    <ProjectGuid>{19c9fbe6-fcf6-4300-988b-be7e64822b84}</ProjectGuid>
-    <ProjectHome />
-    <StartupFile>cntk_py.py</StartupFile>
-    <SearchPath />
-    <WorkingDirectory>.</WorkingDirectory>
-    <OutputPath>.</OutputPath>
-    <ProjectTypeGuids>{888888a0-9f3d-457c-b088-3a5042f75d52}</ProjectTypeGuids>
-    <LaunchProvider>Standard Python launcher</LaunchProvider>
-    <InterpreterId />
-    <InterpreterVersion />
-  </PropertyGroup>
-  <PropertyGroup Condition="'$(Configuration)' == 'Debug'" />
-  <PropertyGroup Condition="'$(Configuration)' == 'Release'" />
-  <PropertyGroup>
-    <VisualStudioVersion Condition=" '$(VisualStudioVersion)' == '' ">10.0</VisualStudioVersion>
-    <PtvsTargetsFile>$(MSBuildExtensionsPath32)\Microsoft\VisualStudio\v$(VisualStudioVersion)\Python Tools\Microsoft.PythonTools.targets</PtvsTargetsFile>
-  </PropertyGroup>
-  <ItemGroup>
-    <Content Include="cntk_py.i" />
-    <Content Include="io\tests\tf_data.txt" />
-    <Content Include="pytest.ini" />
-  </ItemGroup>
-  <ItemGroup>
-    <Compile Include="blocks.py" />
-    <Compile Include="cntk_py.py" />
-    <Compile Include="conftest.py" />
-    <Compile Include="initializer.py" />
-    <Compile Include="io\tests\io_tests.py" />
-    <Compile Include="io\__init__.py" />
-    <Compile Include="layers.py" />
-    <Compile Include="learner.py" />
-    <Compile Include="models.py" />
-    <Compile Include="ops\functions.py" />
-    <Compile Include="ops\sequence\__init__.py" />
-    <Compile Include="ops\tests\comparison_test.py" />
-    <Compile Include="ops\tests\evaluation_test.py" />
-    <Compile Include="ops\tests\linear_test.py" />
-    <Compile Include="ops\tests\non_diff_test.py" />
-    <Compile Include="ops\tests\non_linear_test.py" />
-    <Compile Include="ops\tests\ops_test_utils.py" />
-    <Compile Include="ops\tests\reshaping_test.py" />
-    <Compile Include="ops\tests\__init__.py" />
-    <Compile Include="ops\variables.py" />
-    <Compile Include="ops\__init__.py" />
-    <Compile Include="tensor.py" />
-    <Compile Include="tests\initializer_test.py" />
-    <Compile Include="tests\learner_test.py" />
-    <Compile Include="tests\tensor_test.py" />
-    <Compile Include="tests\test_utils.py" />
-    <Compile Include="tests\__init__.py" />
-    <Compile Include="trainer.py" />
-    <Compile Include="utils\debughelpers\__init__.py" />
-    <Compile Include="utils\persist.py" />
-    <Compile Include="utils\tests\persist_test.py" />
-    <Compile Include="utils\tests\utils_test.py" />
-    <Compile Include="utils\__init__.py" />
-    <Compile Include="__init__.py" />
-  </ItemGroup>
-  <ItemGroup>
-    <Folder Include="io" />
-    <Folder Include="io\tests" />
-    <Folder Include="ops" />
-    <Folder Include="ops\sequence" />
-    <Folder Include="ops\tests" />
-    <Folder Include="tests" />
-    <Folder Include="utils" />
-    <Folder Include="utils\debughelpers" />
-    <Folder Include="utils\tests" />
-  </ItemGroup>
-  <Import Project="$(PtvsTargetsFile)" Condition="Exists($(PtvsTargetsFile))" />
-  <Import Project="$(MSBuildToolsPath)\Microsoft.Common.targets" Condition="!Exists($(PtvsTargetsFile))" />
+<?xml version="1.0" encoding="utf-8"?>
+<Project ToolsVersion="4.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003" DefaultTargets="Build">
+  <PropertyGroup>
+    <Configuration Condition=" '$(Configuration)' == '' ">Debug</Configuration>
+    <SchemaVersion>2.0</SchemaVersion>
+    <ProjectGuid>{19c9fbe6-fcf6-4300-988b-be7e64822b84}</ProjectGuid>
+    <ProjectHome />
+    <StartupFile>cntk_py.py</StartupFile>
+    <SearchPath />
+    <WorkingDirectory>.</WorkingDirectory>
+    <OutputPath>.</OutputPath>
+    <ProjectTypeGuids>{888888a0-9f3d-457c-b088-3a5042f75d52}</ProjectTypeGuids>
+    <LaunchProvider>Standard Python launcher</LaunchProvider>
+    <InterpreterId />
+    <InterpreterVersion />
+  </PropertyGroup>
+  <PropertyGroup Condition="'$(Configuration)' == 'Debug'" />
+  <PropertyGroup Condition="'$(Configuration)' == 'Release'" />
+  <PropertyGroup>
+    <VisualStudioVersion Condition=" '$(VisualStudioVersion)' == '' ">10.0</VisualStudioVersion>
+    <PtvsTargetsFile>$(MSBuildExtensionsPath32)\Microsoft\VisualStudio\v$(VisualStudioVersion)\Python Tools\Microsoft.PythonTools.targets</PtvsTargetsFile>
+  </PropertyGroup>
+  <ItemGroup>
+    <Content Include="cntk_py.i" />
+    <Content Include="io\tests\tf_data.txt" />
+    <Content Include="pytest.ini" />
+  </ItemGroup>
+  <ItemGroup>
+    <Compile Include="blocks.py" />
+    <Compile Include="cntk_py.py" />
+    <Compile Include="conftest.py" />
+    <Compile Include="initializer.py" />
+    <Compile Include="io\tests\io_tests.py" />
+    <Compile Include="io\__init__.py" />
+    <Compile Include="layers.py" />
+    <Compile Include="learner.py" />
+    <Compile Include="models.py" />
+    <Compile Include="ops\functions.py" />
+    <Compile Include="ops\sequence\__init__.py" />
+    <Compile Include="ops\tests\comparison_test.py" />
+    <Compile Include="ops\tests\evaluation_test.py" />
+    <Compile Include="ops\tests\linear_test.py" />
+    <Compile Include="ops\tests\non_diff_test.py" />
+    <Compile Include="ops\tests\non_linear_test.py" />
+    <Compile Include="ops\tests\ops_test_utils.py" />
+    <Compile Include="ops\tests\reshaping_test.py" />
+    <Compile Include="ops\tests\__init__.py" />
+    <Compile Include="ops\variables.py" />
+    <Compile Include="ops\__init__.py" />
+    <Compile Include="tensor.py" />
+    <Compile Include="tests\initializer_test.py" />
+    <Compile Include="tests\learner_test.py" />
+    <Compile Include="tests\tensor_test.py" />
+    <Compile Include="tests\test_utils.py" />
+    <Compile Include="tests\__init__.py" />
+    <Compile Include="trainer.py" />
+    <Compile Include="utils\debughelpers\__init__.py" />
+    <Compile Include="utils\persist.py" />
+    <Compile Include="utils\tests\persist_test.py" />
+    <Compile Include="utils\tests\utils_test.py" />
+    <Compile Include="utils\__init__.py" />
+    <Compile Include="__init__.py" />
+  </ItemGroup>
+  <ItemGroup>
+    <Folder Include="io" />
+    <Folder Include="io\tests" />
+    <Folder Include="ops" />
+    <Folder Include="ops\sequence" />
+    <Folder Include="ops\tests" />
+    <Folder Include="tests" />
+    <Folder Include="utils" />
+    <Folder Include="utils\debughelpers" />
+    <Folder Include="utils\tests" />
+  </ItemGroup>
+  <Import Project="$(PtvsTargetsFile)" Condition="Exists($(PtvsTargetsFile))" />
+  <Import Project="$(MSBuildToolsPath)\Microsoft.Common.targets" Condition="!Exists($(PtvsTargetsFile))" />
 </Project>
\ No newline at end of file
diff --git a/bindings/python/examples/CNTKv2.pyproj b/bindings/python/examples/CNTKv2.pyproj
index b5fd92ed6..a1406433b 100644
--- a/bindings/python/examples/CNTKv2.pyproj
+++ b/bindings/python/examples/CNTKv2.pyproj
@@ -1,69 +1,69 @@
-<?xml version="1.0" encoding="utf-8"?>
-<Project ToolsVersion="4.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003" DefaultTargets="Build">
-  <PropertyGroup>
-    <Configuration Condition=" '$(Configuration)' == '' ">Debug</Configuration>
-    <SchemaVersion>2.0</SchemaVersion>
-    <ProjectGuid>{1a078fc2-21c0-4f42-9a5b-0e84e944bc74}</ProjectGuid>
-    <ProjectHome />
-    <StartupFile>test\language_understanding_test.py</StartupFile>
-    <SearchPath>$(RepoRootPath)$(Platform)\$(Configuration);$(RepoRootPath)bindings\python;$(RepoRootPath)bindings\python\examples</SearchPath>
-    <WorkingDirectory>.</WorkingDirectory>
-    <OutputPath>.</OutputPath>
-    <ProjectTypeGuids>{888888a0-9f3d-457c-b088-3a5042f75d52}</ProjectTypeGuids>
-    <LaunchProvider>Standard Python launcher</LaunchProvider>
-    <InterpreterId>{51b3a70c-2ea2-4fe4-aeba-ff2cea35103f}</InterpreterId>
-    <InterpreterVersion>3.4</InterpreterVersion>
-    <EnableNativeCodeDebugging>False</EnableNativeCodeDebugging>
-    <IsWindowsApplication>False</IsWindowsApplication>
-    <Environment>PYTHONPATH=$(SolutionDir)bindings\python;$(SolutionDir)bindings\python\examples</Environment>
-    <InterpreterPath>
-    </InterpreterPath>
-  </PropertyGroup>
-  <PropertyGroup Condition="'$(Configuration)' == 'Debug'" />
-  <PropertyGroup Condition="'$(Configuration)' == 'Release'" />
-  <PropertyGroup>
-    <VisualStudioVersion Condition=" '$(VisualStudioVersion)' == '' ">10.0</VisualStudioVersion>
-    <PtvsTargetsFile>$(MSBuildExtensionsPath32)\Microsoft\VisualStudio\v$(VisualStudioVersion)\Python Tools\Microsoft.PythonTools.targets</PtvsTargetsFile>
-  </PropertyGroup>
-  <PropertyGroup Condition=" '$(Configuration)' == 'Release_NoOpt' ">
-    <OutputPath>bin\Release_NoOpt\</OutputPath>
-  </PropertyGroup>
-  <ItemGroup>
-    <Compile Include="CifarConvNet\CifarConvNet.py" />
-    <Compile Include="CifarResNet\CifarResNet.py" />
-    <Compile Include="common\layers.py">
-      <SubType>Code</SubType>
-    </Compile>
-    <Compile Include="common\nn.py" />
-    <Compile Include="common\__init__.py" />
-    <Compile Include="LanguageUnderstanding\LanguageUnderstanding.py" />
-    <Compile Include="MNIST\SimpleMNIST.py" />
-    <Compile Include="NumpyInterop\FeedForwardNet.py" />
-    <Compile Include="Sequence2Sequence\Sequence2Sequence.py" />
-    <Compile Include="SequenceClassification\SequenceClassification.py" />
-    <Compile Include="test\cifar_resnet_test.py" />
-    <Compile Include="test\cifar_convnet_test.py" />
-    <Compile Include="test\feed_forward_net_test.py" />
-    <Compile Include="test\language_understanding_test.py" />
-    <Compile Include="test\sequence_classification_test.py" />
-    <Compile Include="test\sequence_to_sequence_test.py" />
-    <Compile Include="test\simple_mnist_test.py" />
-    <Compile Include="__init__.py" />
-  </ItemGroup>
-  <ItemGroup>
-    <Folder Include="CifarConvNet\" />
-    <Folder Include="CifarResNet" />
-    <Folder Include="common" />
-    <Folder Include="LanguageUnderstanding\" />
-    <Folder Include="MNIST" />
-    <Folder Include="NumpyInterop" />
-    <Folder Include="Sequence2Sequence" />
-    <Folder Include="SequenceClassification" />
-    <Folder Include="test\" />
-  </ItemGroup>
-  <ItemGroup>
-    <InterpreterReference Include="{51b3a70c-2ea2-4fe4-aeba-ff2cea35103f}\3.4" />
-  </ItemGroup>
-  <Import Project="$(PtvsTargetsFile)" Condition="Exists($(PtvsTargetsFile))" />
-  <Import Project="$(MSBuildToolsPath)\Microsoft.Common.targets" Condition="!Exists($(PtvsTargetsFile))" />
+<?xml version="1.0" encoding="utf-8"?>
+<Project ToolsVersion="4.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003" DefaultTargets="Build">
+  <PropertyGroup>
+    <Configuration Condition=" '$(Configuration)' == '' ">Debug</Configuration>
+    <SchemaVersion>2.0</SchemaVersion>
+    <ProjectGuid>{1a078fc2-21c0-4f42-9a5b-0e84e944bc74}</ProjectGuid>
+    <ProjectHome />
+    <StartupFile>test\language_understanding_test.py</StartupFile>
+    <SearchPath>$(RepoRootPath)$(Platform)\$(Configuration);$(RepoRootPath)bindings\python;$(RepoRootPath)bindings\python\examples</SearchPath>
+    <WorkingDirectory>.</WorkingDirectory>
+    <OutputPath>.</OutputPath>
+    <ProjectTypeGuids>{888888a0-9f3d-457c-b088-3a5042f75d52}</ProjectTypeGuids>
+    <LaunchProvider>Standard Python launcher</LaunchProvider>
+    <InterpreterId>{51b3a70c-2ea2-4fe4-aeba-ff2cea35103f}</InterpreterId>
+    <InterpreterVersion>3.4</InterpreterVersion>
+    <EnableNativeCodeDebugging>False</EnableNativeCodeDebugging>
+    <IsWindowsApplication>False</IsWindowsApplication>
+    <Environment>PYTHONPATH=$(SolutionDir)bindings\python;$(SolutionDir)bindings\python\examples</Environment>
+    <InterpreterPath>
+    </InterpreterPath>
+  </PropertyGroup>
+  <PropertyGroup Condition="'$(Configuration)' == 'Debug'" />
+  <PropertyGroup Condition="'$(Configuration)' == 'Release'" />
+  <PropertyGroup>
+    <VisualStudioVersion Condition=" '$(VisualStudioVersion)' == '' ">10.0</VisualStudioVersion>
+    <PtvsTargetsFile>$(MSBuildExtensionsPath32)\Microsoft\VisualStudio\v$(VisualStudioVersion)\Python Tools\Microsoft.PythonTools.targets</PtvsTargetsFile>
+  </PropertyGroup>
+  <PropertyGroup Condition=" '$(Configuration)' == 'Release_NoOpt' ">
+    <OutputPath>bin\Release_NoOpt\</OutputPath>
+  </PropertyGroup>
+  <ItemGroup>
+    <Compile Include="CifarConvNet\CifarConvNet.py" />
+    <Compile Include="CifarResNet\CifarResNet.py" />
+    <Compile Include="common\layers.py">
+      <SubType>Code</SubType>
+    </Compile>
+    <Compile Include="common\nn.py" />
+    <Compile Include="common\__init__.py" />
+    <Compile Include="LanguageUnderstanding\LanguageUnderstanding.py" />
+    <Compile Include="MNIST\SimpleMNIST.py" />
+    <Compile Include="NumpyInterop\FeedForwardNet.py" />
+    <Compile Include="Sequence2Sequence\Sequence2Sequence.py" />
+    <Compile Include="SequenceClassification\SequenceClassification.py" />
+    <Compile Include="test\cifar_resnet_test.py" />
+    <Compile Include="test\cifar_convnet_test.py" />
+    <Compile Include="test\feed_forward_net_test.py" />
+    <Compile Include="test\language_understanding_test.py" />
+    <Compile Include="test\sequence_classification_test.py" />
+    <Compile Include="test\sequence_to_sequence_test.py" />
+    <Compile Include="test\simple_mnist_test.py" />
+    <Compile Include="__init__.py" />
+  </ItemGroup>
+  <ItemGroup>
+    <Folder Include="CifarConvNet\" />
+    <Folder Include="CifarResNet" />
+    <Folder Include="common" />
+    <Folder Include="LanguageUnderstanding\" />
+    <Folder Include="MNIST" />
+    <Folder Include="NumpyInterop" />
+    <Folder Include="Sequence2Sequence" />
+    <Folder Include="SequenceClassification" />
+    <Folder Include="test\" />
+  </ItemGroup>
+  <ItemGroup>
+    <InterpreterReference Include="{51b3a70c-2ea2-4fe4-aeba-ff2cea35103f}\3.4" />
+  </ItemGroup>
+  <Import Project="$(PtvsTargetsFile)" Condition="Exists($(PtvsTargetsFile))" />
+  <Import Project="$(MSBuildToolsPath)\Microsoft.Common.targets" Condition="!Exists($(PtvsTargetsFile))" />
 </Project>
\ No newline at end of file